terryky / tfjs_webgl_app

Realtime TensorFlow.js + WebGL visualization apps. 3D Hand pose estimation, 3D Human pose estimation, Face swap, Depth estimation, Higher accuracy face detection.

tfjs_webgl_app

WebGL visualization apps using TensorFlow.js

Handpose

Live demo is here.

3D Pose estimation

Live demo is here.

FaceSwap (face-landmarks-detection)

Live demo is here.

U^2-Net portrait drawing

Live demo is here.(not stable)

Blazepose (upper_body)

Live demo is here.

Blazepose (full_body)

Live demo is here.

Face Segmentation (BiseNetv2)

Live demo is here.

Depth Estimation (DenseDepth)

Live demo is here.

Higher Accuracy Face Detection (DBFace)

Live demo is here.

Age and Gender estimation

Live demo is here.

Classification

Live demo is here.

Acknowledgements

• https://github.com/tensorflow/tfjs-models
• https://github.com/google/mediapipe
• https://github.com/PINTO0309/PINTO_model_zoo/tree/master/061_U-2-Net/20_portrait_model
• https://github.com/openvinotoolkit/open_model_zoo/tree/master/demos/python_demos/human_pose_estimation_3d_demo
• https://github.com/MaybeShewill-CV/bisenetv2-tensorflow
• https://github.com/ialhashim/DenseDepth
• https://github.com/dlunion/DBFace
• https://github.com/yu4u/age-gender-estimation
• https://github.com/PINTO0309/PINTO_model_zoo